Cargando…

Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments

The well-being of humans is closely linked to the well-being of species in any ecosystem, but the relationship between humans and nature has changed over time as societies have become more industrialized. In order to ensure the future of our ecosystems, we need to protect our planet’s biodiversity....

Descripción completa

Detalles Bibliográficos
Autores principales: Sk, Nazmul, Pal, Samares
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868125/
https://www.ncbi.nlm.nih.gov/pubmed/36683069
http://dx.doi.org/10.1038/s41598-023-28409-2
_version_ 1784876465329799168
author Sk, Nazmul
Pal, Samares
author_facet Sk, Nazmul
Pal, Samares
author_sort Sk, Nazmul
collection PubMed
description The well-being of humans is closely linked to the well-being of species in any ecosystem, but the relationship between humans and nature has changed over time as societies have become more industrialized. In order to ensure the future of our ecosystems, we need to protect our planet’s biodiversity. In this work, a prey–predator model with fear dropping prey’s birth as well as death rates and nonlinear harvesting, is investigated. In addition, we consider that the consumption rate of predators, i.e., the functional response, is dependent on schooling behavior of both species. We have investigated the local stability of the equilibrium points and different types of bifurcations, such as transcritical, saddle-node, Hopf and Bogdanov–Takens (BT). We find that consumption rate of predator, fear and harvesting effort give complex dynamics in the neighbourhood of BT-points. Harvesting effort has both stabilizing and destabilizing effects. There is bistability between coexistence and predator-free equilibrium points in the system. Further, we have studied the deterministic model in fluctuating environment. Simulation results of stochastic system includes time series solutions of one simulation run and corresponding phase portraits. Notably, several simulation runs are conducted to obtain time series solutions, histograms, and stationary distributions. Our findings exhibit that during stochastic processes, model species fluctuate around some average values of the deterministic steady-state for lower environmental disturbances. However, higher values of environmental disturbances lead the species to extinction.
format Online
Article
Text
id pubmed-9868125
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-98681252023-01-24 Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments Sk, Nazmul Pal, Samares Sci Rep Article The well-being of humans is closely linked to the well-being of species in any ecosystem, but the relationship between humans and nature has changed over time as societies have become more industrialized. In order to ensure the future of our ecosystems, we need to protect our planet’s biodiversity. In this work, a prey–predator model with fear dropping prey’s birth as well as death rates and nonlinear harvesting, is investigated. In addition, we consider that the consumption rate of predators, i.e., the functional response, is dependent on schooling behavior of both species. We have investigated the local stability of the equilibrium points and different types of bifurcations, such as transcritical, saddle-node, Hopf and Bogdanov–Takens (BT). We find that consumption rate of predator, fear and harvesting effort give complex dynamics in the neighbourhood of BT-points. Harvesting effort has both stabilizing and destabilizing effects. There is bistability between coexistence and predator-free equilibrium points in the system. Further, we have studied the deterministic model in fluctuating environment. Simulation results of stochastic system includes time series solutions of one simulation run and corresponding phase portraits. Notably, several simulation runs are conducted to obtain time series solutions, histograms, and stationary distributions. Our findings exhibit that during stochastic processes, model species fluctuate around some average values of the deterministic steady-state for lower environmental disturbances. However, higher values of environmental disturbances lead the species to extinction. Nature Publishing Group UK 2023-01-22 /pmc/articles/PMC9868125/ /pubmed/36683069 http://dx.doi.org/10.1038/s41598-023-28409-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sk, Nazmul
Pal, Samares
Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
title Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
title_full Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
title_fullStr Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
title_full_unstemmed Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
title_short Schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
title_sort schooling behavior driven complexities in a fear-induced prey–predator system with harvesting under deterministic and stochastic environments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868125/
https://www.ncbi.nlm.nih.gov/pubmed/36683069
http://dx.doi.org/10.1038/s41598-023-28409-2
work_keys_str_mv AT sknazmul schoolingbehaviordrivencomplexitiesinafearinducedpreypredatorsystemwithharvestingunderdeterministicandstochasticenvironments
AT palsamares schoolingbehaviordrivencomplexitiesinafearinducedpreypredatorsystemwithharvestingunderdeterministicandstochasticenvironments